CVPR 2026
GIV-CXR: Densely Grounded, Visually Interpretable Chest X-ray Question Answering Dataset
A grounded chest X-ray visual question answering benchmark linking answers with interpretable visual evidence across anatomy and findings.
VLaNC Lab
Vision, Language
and Neural Cognition
We build and study learning systems for language, vision, graphs, and human-centered AI at Mahindra University.
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Featured papers, project pages, campus visits, workshops, and student highlights moving together as one lab feed.
IJCAI-ECAI 2026 HBAIAccepted, poster
Lost in Visual Translation: A VLM-Assisted Perceptual-Semantic Coherence Framework for EEG-to-Image Reconstruction
Introduces a BCI-aware perceptual-semantic coherence framework for EEG-to-image reconstruction evaluation using VLM-routed annotations and human validation across 6,885 image pairs from ATM, ENIGMA, BrainVis, and DreamDiffusion.
CVPR 2026
GIV-CXR: Densely Grounded, Visually Interpretable Chest X-ray Question Answering Dataset
A grounded chest X-ray visual question answering benchmark linking answers with interpretable visual evidence across anatomy and findings.
IJCAI-ECAI 2026 HBAIAccepted, poster
Lost in Visual Translation: A VLM-Assisted Perceptual-Semantic Coherence Framework for EEG-to-Image Reconstruction
Introduces a BCI-aware perceptual-semantic coherence framework for EEG-to-image reconstruction evaluation using VLM-routed annotations and human validation across 6,885 image pairs from ATM, ENIGMA, BrainVis, and DreamDiffusion.
Lab moment
ACE Engineering College
Mentorship visit at the Regional Mentoring Session on Innovation (Boot Camp, Day 2) for PM SHRI school teachers and students.
Lab moment
ACM-ARCS 2026
ACM India ARCS is an annual symposium for PhD researchers. The 2026 edition ran Feb 11-13 at IIT Hyderabad with talks, posters, and mentoring sessions.
Lab moment
IIIT Hyderabad Visit
Highlights from the IIIT Hyderabad visit and collaborations.
Lab moment
ACE Engineering College
Mentorship visit at the Regional Mentoring Session on Innovation (Boot Camp, Day 2) for PM SHRI school teachers and students.
Lab moment
ACM-ARCS 2026
ACM India ARCS is an annual symposium for PhD researchers. The 2026 edition ran Feb 11-13 at IIT Hyderabad with talks, posters, and mentoring sessions.
Lab moment
IIIT Hyderabad Visit
Highlights from the IIIT Hyderabad visit and collaborations.
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Faculty, researchers, interns, and students building VLaNC Lab research across vision, language, and cognition.
